A radiomics-clinical predictive model for difficult laparoscopic cholecystectomy based on preoperative CT imaging: a retrospective single center study.

First, hypothesis-driven statistical filtering retained only variables demonstrating highly significant intergroup differences ( p < 0.001) between DLC and NDLC cohorts, thereby substantially reducing the risk of Type I error.

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